From e1dc0fb1893dfdcb8ac3c3e677c482c3dabe7ef7 Mon Sep 17 00:00:00 2001
From: wjsjwr <wjsjwr@gmail.com>
Date: Wed, 15 Mar 2023 21:16:16 +0800
Subject: [PATCH] Support new data

---
 .idea/misc.xml                |   2 +-
 .idea/swdata.iml              |  20 +-
 .idea/vcs.xml                 |   2 +-
 .idea/workspace.xml           | 594 +++++++++++++---------------------
 calc_reward3.py               |   4 +-
 calc_survivals.py             |  18 +-
 gen_neighborhood_new.py       |   2 +-
 outputs/CRAW_NEW_BA.json      |   2 +-
 outputs/CRAW_NEW_WS.json      |   2 +-
 outputs/CR_G1142.csv          |   2 +-
 outputs/CR_G1156.csv          |   2 +-
 outputs/CR_G1162.csv          |   2 +-
 outputs/CR_G646.csv           |   2 +-
 outputs/CR_G903.csv           |   2 +-
 outputs/CR_G975.csv           |   2 +-
 outputs/CR_NEW_BA.csv         |   2 +-
 outputs/CR_NEW_WS.csv         |   2 +-
 outputs/THETA_new_detail.json |   2 +-
 outputs/neighborhood_new.json |   2 +-
 outputs/survivals_new.json    |   2 +-
 s_r.py                        |  96 ++++++
 theta_r.py                    |  32 +-
 winners.json                  |   2 +-
 wos-award/part2/history.py    | 120 ++++---
 wos-award/q.sh                |   5 +-
 25 files changed, 431 insertions(+), 492 deletions(-)
 create mode 100644 s_r.py

diff --git a/.idea/misc.xml b/.idea/misc.xml
index 1ec30b3..1bc6b3b 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -1,4 +1,4 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.5.2 (C:\Users\wjs\Anaconda3\python.exe)" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="C:\Users\wjs\anaconda3" project-jdk-type="Python SDK" />
 </project>
\ No newline at end of file
diff --git a/.idea/swdata.iml b/.idea/swdata.iml
index e98082a..90e477d 100644
--- a/.idea/swdata.iml
+++ b/.idea/swdata.iml
@@ -1,12 +1,24 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <module type="PYTHON_MODULE" version="4">
   <component name="NewModuleRootManager">
-    <content url="file://$MODULE_DIR$" />
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/.idea/inspectionProfiles" />
+      <excludeFolder url="file://$MODULE_DIR$/graph" />
+      <excludeFolder url="file://$MODULE_DIR$/new-cr" />
+      <excludeFolder url="file://$MODULE_DIR$/wos-data-2022-pd" />
+      <excludeFolder url="file://$MODULE_DIR$/wos-data-2022-sd" />
+      <excludeFolder url="file://$MODULE_DIR$/wos-data-casual" />
+      <excludeFolder url="file://$MODULE_DIR$/wos-data-compete" />
+      <excludeFolder url="file://$MODULE_DIR$/wos-data-latest" />
+      <excludeFolder url="file://$MODULE_DIR$/wos-data-new" />
+      <excludeFolder url="file://$MODULE_DIR$/wos-data-no-tr" />
+      <excludeFolder url="file://$MODULE_DIR$/wos-data-sanitized" />
+    </content>
     <orderEntry type="inheritedJdk" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
-  <component name="TestRunnerService">
-    <option name="projectConfiguration" value="py.test" />
-    <option name="PROJECT_TEST_RUNNER" value="py.test" />
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
   </component>
 </module>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
index 94a25f7..35eb1dd 100644
--- a/.idea/vcs.xml
+++ b/.idea/vcs.xml
@@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="VcsDirectoryMappings">
-    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+    <mapping directory="" vcs="Git" />
   </component>
 </project>
\ No newline at end of file
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index c11a179..87df60d 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -1,149 +1,49 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
+  <component name="AnalysisUIOptions">
+    <option name="ANALYZE_INJECTED_CODE" value="false" />
+    <option name="SCOPE_TYPE" value="3" />
+  </component>
+  <component name="AutoImportSettings">
+    <option name="autoReloadType" value="SELECTIVE" />
+  </component>
   <component name="ChangeListManager">
-    <list default="true" id="3b8f67a0-ea53-4209-a86f-9effd70f9663" name="Default" comment="">
-      <change afterPath="$PROJECT_DIR$/plot_cluster_size.py" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/sb_variant.py" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/sb_vs_human.py" afterDir="false" />
+    <list default="true" id="9f251ebf-45a1-4c0b-8e8b-b8f0712eb973" name="Changes" comment="sync">
+      <change afterPath="$PROJECT_DIR$/s_r.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/misc.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/misc.xml" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/swdata.iml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/swdata.iml" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/vcs.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/vcs.xml" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/cluster_stat.py" beforeDir="false" afterPath="$PROJECT_DIR$/cluster_stat.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/calc_reward3.py" beforeDir="false" afterPath="$PROJECT_DIR$/calc_reward3.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/calc_survivals.py" beforeDir="false" afterPath="$PROJECT_DIR$/calc_survivals.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/gen_neighborhood_new.py" beforeDir="false" afterPath="$PROJECT_DIR$/gen_neighborhood_new.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CRAW_NEW_BA.json" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CRAW_NEW_BA.json" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CRAW_NEW_WS.json" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CRAW_NEW_WS.json" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CR_G1142.csv" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CR_G1142.csv" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CR_G1156.csv" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CR_G1156.csv" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CR_G1162.csv" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CR_G1162.csv" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CR_G646.csv" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CR_G646.csv" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CR_G903.csv" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CR_G903.csv" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CR_G975.csv" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CR_G975.csv" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CR_NEW_BA.csv" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CR_NEW_BA.csv" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/CR_NEW_WS.csv" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/CR_NEW_WS.csv" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/THETA_new_detail.json" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/THETA_new_detail.json" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/neighborhood_new.json" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/neighborhood_new.json" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/outputs/survivals_new.json" beforeDir="false" afterPath="$PROJECT_DIR$/outputs/survivals_new.json" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/theta_r.py" beforeDir="false" afterPath="$PROJECT_DIR$/theta_r.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/winners.json" beforeDir="false" afterPath="$PROJECT_DIR$/winners.json" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/wos-award/part2/history.py" beforeDir="false" afterPath="$PROJECT_DIR$/wos-award/part2/history.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/wos-award/q.sh" beforeDir="false" afterPath="$PROJECT_DIR$/wos-award/q.sh" afterDir="false" />
     </list>
-    <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
     <option name="SHOW_DIALOG" value="false" />
     <option name="HIGHLIGHT_CONFLICTS" value="true" />
-    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="true" />
     <option name="LAST_RESOLUTION" value="IGNORE" />
   </component>
-  <component name="FUSProjectUsageTrigger">
-    <session id="445450180">
-      <usages-collector id="statistics.lifecycle.project">
-        <counts>
-          <entry key="project.closed" value="1" />
-          <entry key="project.open.time.4" value="1" />
-          <entry key="project.opened" value="1" />
-        </counts>
-      </usages-collector>
-    </session>
-  </component>
-  <component name="FileEditorManager">
-    <leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/br_plot.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="38">
-              <caret line="7" column="14" selection-start-line="7" selection-start-column="7" selection-end-line="7" selection-end-column="14" />
-              <folding>
-                <element signature="e#0#18#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/draw_network.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="855">
-              <caret line="48" column="109" selection-start-line="48" selection-start-column="109" selection-end-line="48" selection-end-column="109" />
-              <folding>
-                <element signature="e#0#21#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/cluster_stat.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="912">
-              <caret line="52" column="14" selection-start-line="52" selection-start-column="14" selection-end-line="52" selection-end-column="14" />
-              <folding>
-                <element signature="e#20#30#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/sb_variant.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="551">
-              <caret line="30" column="10" selection-start-line="30" selection-start-column="10" selection-end-line="30" selection-end-column="10" />
-              <folding>
-                <element signature="e#30#48#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/calc_reward.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state>
-              <folding>
-                <element signature="e#0#11#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/calc_winner_pid.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="532">
-              <caret line="30" column="33" selection-start-line="12" selection-start-column="8" selection-end-line="30" selection-end-column="33" />
-              <folding>
-                <element signature="e#0#11#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="true">
-        <entry file="file://$PROJECT_DIR$/sb_vs_human.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="437">
-              <caret line="32" column="42" lean-forward="true" selection-start-line="32" selection-start-column="42" selection-end-line="32" selection-end-column="42" />
-              <folding>
-                <element signature="e#65#76#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/wos-data-compete/G354.json">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="83676">
-              <caret line="4404" column="16" selection-start-line="4404" selection-start-column="12" selection-end-line="4404" selection-end-column="16" />
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/plot_cluster_size.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="266">
-              <caret line="15" column="10" selection-start-line="15" selection-start-column="10" selection-end-line="15" selection-end-column="10" />
-              <folding>
-                <element signature="e#23#59#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/eid_plot.py">
-          <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="19">
-              <caret line="6" column="16" selection-start-line="6" selection-start-column="7" selection-end-line="6" selection-end-column="16" />
-              <folding>
-                <element signature="e#0#18#0" expanded="true" />
-              </folding>
-            </state>
-          </provider>
-        </entry>
-      </file>
-    </leaf>
+  <component name="ChangesViewManager" show_ignored="true">
+    <option name="groupingKeys">
+      <option value="directory" />
+    </option>
   </component>
   <component name="FileTemplateManagerImpl">
     <option name="RECENT_TEMPLATES">
@@ -152,73 +52,67 @@
       </list>
     </option>
   </component>
-  <component name="FindInProjectRecents">
-    <findStrings>
-      <find>4627</find>
-      <find>4614</find>
-    </findStrings>
+  <component name="FlaskConsoleOptions" custom-start-script="import sys&#10;sys.path.extend([WORKING_DIR_AND_PYTHON_PATHS])&#10;from flask.cli import ScriptInfo&#10;locals().update(ScriptInfo(create_app=None).load_app().make_shell_context())&#10;print(&quot;Python %s on %s\nApp: %s [%s]\nInstance: %s&quot; % (sys.version, sys.platform, app.import_name, app.env, app.instance_path))">
+    <envs>
+      <env key="FLASK_APP" value="app" />
+    </envs>
+    <option name="myCustomStartScript" value="import sys&#10;sys.path.extend([WORKING_DIR_AND_PYTHON_PATHS])&#10;from flask.cli import ScriptInfo&#10;locals().update(ScriptInfo(create_app=None).load_app().make_shell_context())&#10;print(&quot;Python %s on %s\nApp: %s [%s]\nInstance: %s&quot; % (sys.version, sys.platform, app.import_name, app.env, app.instance_path))" />
+    <option name="myEnvs">
+      <map>
+        <entry key="FLASK_APP" value="app" />
+      </map>
+    </option>
   </component>
   <component name="Git.Settings">
+    <option name="PUSH_AUTO_UPDATE" value="true" />
     <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
+    <option name="UPDATE_TYPE" value="REBASE" />
   </component>
-  <component name="IdeDocumentHistory">
-    <option name="CHANGED_PATHS">
-      <list>
-        <option value="$PROJECT_DIR$/draw_network.py" />
-        <option value="$PROJECT_DIR$/cluster_stat.py" />
-        <option value="$PROJECT_DIR$/plot_cluster_size.py" />
-        <option value="$PROJECT_DIR$/sb_variant.py" />
-        <option value="$PROJECT_DIR$/sb_vs_human.py" />
-      </list>
-    </option>
+  <component name="MarkdownSettingsMigration">
+    <option name="stateVersion" value="1" />
   </component>
-  <component name="ProjectFrameBounds" extendedState="6">
-    <option name="x" value="-8" />
-    <option name="y" value="-8" />
-    <option name="width" value="2560" />
-    <option name="height" value="1440" />
+  <component name="ProjectId" id="2LE0Qy9qz1h8d0jphuRbDZcVCRo" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
   </component>
-  <component name="ProjectView">
-    <navigator proportions="" version="1">
-      <foldersAlwaysOnTop value="true" />
-    </navigator>
-    <panes>
-      <pane id="ProjectPane">
-        <subPane>
-          <expand>
-            <path>
-              <item name="swdata" type="b2602c69:ProjectViewProjectNode" />
-              <item name="swdata" type="462c0819:PsiDirectoryNode" />
-            </path>
-            <path>
-              <item name="swdata" type="b2602c69:ProjectViewProjectNode" />
-              <item name="External Libraries" type="cb654da1:ExternalLibrariesNode" />
-            </path>
-          </expand>
-          <select />
-        </subPane>
-      </pane>
-      <pane id="Scope" />
-    </panes>
+  <component name="PropertiesComponent"><![CDATA[{
+  "keyToString": {
+    "ASKED_ADD_EXTERNAL_FILES": "true",
+    "Notification.DisplayName-DoNotAsk-File Watcher Messages": "检测到文件系统同步问题",
+    "Notification.DoNotAsk-File Watcher Messages": "true",
+    "RunOnceActivity.OpenProjectViewOnStart": "true",
+    "RunOnceActivity.ShowReadmeOnStart": "true",
+    "WebServerToolWindowFactoryState": "false",
+    "ignore.virus.scanning.warn.message": "true",
+    "last_opened_file_path": "D:/code/swdata/wos-data-2022-12-16",
+    "node.js.detected.package.eslint": "true",
+    "node.js.detected.package.tslint": "true",
+    "node.js.selected.package.eslint": "(autodetect)",
+    "node.js.selected.package.tslint": "(autodetect)",
+    "run.code.analysis.last.selected.profile": "aDefault",
+    "settings.editor.selected.configurable": "ssh.settings",
+    "vue.rearranger.settings.migration": "true"
+  },
+  "keyToStringList": {
+    "GitStage.ChangesTree.GroupingKeys": [
+      "directory",
+      "module",
+      "repository"
+    ]
+  }
+}]]></component>
+  <component name="RecentsManager">
+    <key name="CopyFile.RECENT_KEYS">
+      <recent name="D:\code\swdata\wos-data-2022-12-16" />
+    </key>
+    <key name="MoveFile.RECENT_KEYS">
+      <recent name="\\10.80.15.2\smb\python\swdata\wos-data-2022-pd" />
+      <recent name="\\10.80.15.2\smb\python\swdata\wos-data-2022-sd" />
+    </key>
   </component>
-  <component name="PropertiesComponent">
-    <property name="last_opened_file_path" value="$PROJECT_DIR$" />
-    <property name="settings.editor.selected.configurable" value="preferences.lookFeel" />
-  </component>
-  <component name="RunDashboard">
-    <option name="ruleStates">
-      <list>
-        <RuleState>
-          <option name="name" value="ConfigurationTypeDashboardGroupingRule" />
-        </RuleState>
-        <RuleState>
-          <option name="name" value="StatusDashboardGroupingRule" />
-        </RuleState>
-      </list>
-    </option>
-  </component>
-  <component name="RunManager" selected="Python.sb_vs_human">
-    <configuration name="cluster_stat" type="PythonConfigurationType" factoryName="Python" temporary="true">
+  <component name="RunManager" selected="Python.history">
+    <configuration default="true" type="PythonConfigurationType" factoryName="Python">
       <module name="swdata" />
       <option name="INTERPRETER_OPTIONS" value="" />
       <option name="PARENT_ENVS" value="true" />
@@ -226,20 +120,21 @@
         <env name="PYTHONUNBUFFERED" value="1" />
       </envs>
       <option name="SDK_HOME" value="" />
-      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
-      <option name="IS_MODULE_SDK" value="true" />
+      <option name="WORKING_DIRECTORY" value="" />
+      <option name="IS_MODULE_SDK" value="false" />
       <option name="ADD_CONTENT_ROOTS" value="true" />
       <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/cluster_stat.py" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="" />
       <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="SHOW_COMMAND_LINE" value="true" />
       <option name="EMULATE_TERMINAL" value="false" />
       <option name="MODULE_MODE" value="false" />
       <option name="REDIRECT_INPUT" value="false" />
       <option name="INPUT_FILE" value="" />
       <method v="2" />
     </configuration>
-    <configuration name="draw_network" type="PythonConfigurationType" factoryName="Python" temporary="true">
+    <configuration name="calc_reward3" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
       <module name="swdata" />
       <option name="INTERPRETER_OPTIONS" value="" />
       <option name="PARENT_ENVS" value="true" />
@@ -251,16 +146,17 @@
       <option name="IS_MODULE_SDK" value="true" />
       <option name="ADD_CONTENT_ROOTS" value="true" />
       <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/draw_network.py" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/calc_reward3.py" />
       <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="SHOW_COMMAND_LINE" value="true" />
       <option name="EMULATE_TERMINAL" value="false" />
       <option name="MODULE_MODE" value="false" />
       <option name="REDIRECT_INPUT" value="false" />
       <option name="INPUT_FILE" value="" />
       <method v="2" />
     </configuration>
-    <configuration name="plot_cluster_size" type="PythonConfigurationType" factoryName="Python" temporary="true">
+    <configuration name="gen_neighborhood_new" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
       <module name="swdata" />
       <option name="INTERPRETER_OPTIONS" value="" />
       <option name="PARENT_ENVS" value="true" />
@@ -272,16 +168,17 @@
       <option name="IS_MODULE_SDK" value="true" />
       <option name="ADD_CONTENT_ROOTS" value="true" />
       <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/plot_cluster_size.py" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/gen_neighborhood_new.py" />
       <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="SHOW_COMMAND_LINE" value="true" />
       <option name="EMULATE_TERMINAL" value="false" />
       <option name="MODULE_MODE" value="false" />
       <option name="REDIRECT_INPUT" value="false" />
       <option name="INPUT_FILE" value="" />
       <method v="2" />
     </configuration>
-    <configuration name="sb_variant" type="PythonConfigurationType" factoryName="Python" temporary="true">
+    <configuration name="history" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
       <module name="swdata" />
       <option name="INTERPRETER_OPTIONS" value="" />
       <option name="PARENT_ENVS" value="true" />
@@ -289,20 +186,21 @@
         <env name="PYTHONUNBUFFERED" value="1" />
       </envs>
       <option name="SDK_HOME" value="" />
-      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/wos-data-2022-12-16" />
       <option name="IS_MODULE_SDK" value="true" />
       <option name="ADD_CONTENT_ROOTS" value="true" />
       <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/sb_variant.py" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/wos-data-2022-12-16/history.py" />
       <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="SHOW_COMMAND_LINE" value="true" />
       <option name="EMULATE_TERMINAL" value="false" />
       <option name="MODULE_MODE" value="false" />
       <option name="REDIRECT_INPUT" value="false" />
       <option name="INPUT_FILE" value="" />
       <method v="2" />
     </configuration>
-    <configuration name="sb_vs_human" type="PythonConfigurationType" factoryName="Python" temporary="true">
+    <configuration name="s_r" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
       <module name="swdata" />
       <option name="INTERPRETER_OPTIONS" value="" />
       <option name="PARENT_ENVS" value="true" />
@@ -314,9 +212,32 @@
       <option name="IS_MODULE_SDK" value="true" />
       <option name="ADD_CONTENT_ROOTS" value="true" />
       <option name="ADD_SOURCE_ROOTS" value="true" />
-      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/sb_vs_human.py" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/s_r.py" />
       <option name="PARAMETERS" value="" />
-      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="SHOW_COMMAND_LINE" value="true" />
+      <option name="EMULATE_TERMINAL" value="false" />
+      <option name="MODULE_MODE" value="false" />
+      <option name="REDIRECT_INPUT" value="false" />
+      <option name="INPUT_FILE" value="" />
+      <method v="2" />
+    </configuration>
+    <configuration name="t" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
+      <module name="swdata" />
+      <option name="INTERPRETER_OPTIONS" value="" />
+      <option name="PARENT_ENVS" value="true" />
+      <envs>
+        <env name="PYTHONUNBUFFERED" value="1" />
+      </envs>
+      <option name="SDK_HOME" value="" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="IS_MODULE_SDK" value="true" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/t.py" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="true" />
       <option name="EMULATE_TERMINAL" value="false" />
       <option name="MODULE_MODE" value="false" />
       <option name="REDIRECT_INPUT" value="false" />
@@ -324,186 +245,105 @@
       <method v="2" />
     </configuration>
     <list>
-      <item itemvalue="Python.draw_network" />
-      <item itemvalue="Python.cluster_stat" />
-      <item itemvalue="Python.plot_cluster_size" />
-      <item itemvalue="Python.sb_variant" />
-      <item itemvalue="Python.sb_vs_human" />
+      <item itemvalue="Python.calc_reward3" />
+      <item itemvalue="Python.history" />
+      <item itemvalue="Python.t" />
+      <item itemvalue="Python.gen_neighborhood_new" />
+      <item itemvalue="Python.s_r" />
     </list>
     <recent_temporary>
       <list>
-        <item itemvalue="Python.sb_vs_human" />
-        <item itemvalue="Python.sb_variant" />
-        <item itemvalue="Python.plot_cluster_size" />
-        <item itemvalue="Python.cluster_stat" />
-        <item itemvalue="Python.draw_network" />
+        <item itemvalue="Python.history" />
+        <item itemvalue="Python.t" />
+        <item itemvalue="Python.calc_reward3" />
+        <item itemvalue="Python.s_r" />
+        <item itemvalue="Python.gen_neighborhood_new" />
       </list>
     </recent_temporary>
   </component>
+  <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
   <component name="SvnConfiguration">
-    <configuration />
+    <configuration>C:\Users\wjs\AppData\Roaming\Subversion</configuration>
   </component>
   <component name="TaskManager">
     <task active="true" id="Default" summary="Default task">
-      <changelist id="3b8f67a0-ea53-4209-a86f-9effd70f9663" name="Default" comment="" />
-      <created>1542406343161</created>
+      <created>1675420922555</created>
       <option name="number" value="Default" />
       <option name="presentableId" value="Default" />
-      <updated>1542406343161</updated>
+      <updated>1675420922555</updated>
+      <workItem from="1675420924138" duration="2000" />
+      <workItem from="1675420987807" duration="2000" />
+      <workItem from="1675421088572" duration="2433000" />
+      <workItem from="1676030062387" duration="489000" />
+      <workItem from="1676032233971" duration="183000" />
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+      <workItem from="1676906257776" duration="155000" />
+      <workItem from="1676906477224" duration="543000" />
+      <workItem from="1676907026987" duration="2000" />
+      <workItem from="1676907060187" duration="1498000" />
+      <workItem from="1677593734700" duration="2920000" />
+      <workItem from="1677596708403" duration="5000" />
+      <workItem from="1677596806445" duration="504000" />
+      <workItem from="1677597386015" duration="1323000" />
+      <workItem from="1677598722786" duration="226000" />
+      <workItem from="1677598983357" duration="1121000" />
+      <workItem from="1677680449892" duration="2390000" />
+      <workItem from="1677683534841" duration="928000" />
+      <workItem from="1678607947994" duration="6650000" />
+      <workItem from="1678885054861" duration="860000" />
     </task>
+    <task id="LOCAL-00001" summary="sync">
+      <created>1677599568974</created>
+      <option name="number" value="00001" />
+      <option name="presentableId" value="LOCAL-00001" />
+      <option name="project" value="LOCAL" />
+      <updated>1677599568974</updated>
+    </task>
+    <option name="localTasksCounter" value="2" />
     <servers />
   </component>
-  <component name="TodoView">
-    <todo-panel id="selected-file">
-      <is-autoscroll-to-source value="true" />
-    </todo-panel>
-    <todo-panel id="all">
-      <are-packages-shown value="true" />
-      <is-autoscroll-to-source value="true" />
-    </todo-panel>
+  <component name="TypeScriptGeneratedFilesManager">
+    <option name="version" value="3" />
   </component>
-  <component name="ToolWindowManager">
-    <frame x="-8" y="-8" width="2576" height="1416" extended-state="6" />
-    <layout>
-      <window_info active="true" content_ui="combo" id="Project" order="0" visible="true" weight="0.13950716" />
-      <window_info id="Structure" order="1" weight="0.25" />
-      <window_info id="Favorites" order="2" side_tool="true" />
-      <window_info anchor="bottom" id="Event Log" order="0" side_tool="true" />
-      <window_info anchor="bottom" id="Message" order="1" />
-      <window_info anchor="bottom" id="Find" order="2" />
-      <window_info anchor="bottom" id="Debug" order="3" weight="0.4" />
-      <window_info anchor="bottom" id="Cvs" order="4" weight="0.25" />
-      <window_info anchor="bottom" id="Inspection" order="5" weight="0.4" />
-      <window_info anchor="right" id="Commander" order="0" weight="0.4" />
-      <window_info anchor="right" id="Ant Build" order="1" weight="0.25" />
-      <window_info anchor="right" content_ui="combo" id="Hierarchy" order="2" weight="0.25" />
-      <window_info anchor="right" id="Python Console" order="3" weight="0.39228934" />
-      <window_info anchor="right" id="Terminal" order="4" weight="0.3298887" />
-      <window_info anchor="right" id="Version Control" order="5" weight="0.3298887" />
-      <window_info anchor="right" id="TODO" order="6" weight="0.3298887" />
-      <window_info anchor="right" id="Run" order="7" visible="true" weight="0.32869634" />
-    </layout>
+  <component name="Vcs.Log.History.Properties">
+    <option name="COLUMN_ID_ORDER">
+      <list>
+        <option value="Default.Root" />
+        <option value="Default.Subject" />
+        <option value="Default.Author" />
+        <option value="Default.Date" />
+        <option value="Space.CommitStatus" />
+      </list>
+    </option>
   </component>
-  <component name="VcsContentAnnotationSettings">
-    <option name="myLimit" value="2678400000" />
+  <component name="Vcs.Log.Tabs.Properties">
+    <option name="TAB_STATES">
+      <map>
+        <entry key="MAIN">
+          <value>
+            <State>
+              <option name="FILTERS">
+                <map>
+                  <entry key="branch">
+                    <value>
+                      <list>
+                        <option value="master" />
+                      </list>
+                    </value>
+                  </entry>
+                </map>
+              </option>
+            </State>
+          </value>
+        </entry>
+      </map>
+    </option>
   </component>
-  <component name="editorHistoryManager">
-    <entry file="file://$PROJECT_DIR$/wos-data-compete/G302.json">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="-17524" />
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/wos-data-compete/G421.json">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="-99675" />
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/wos-data-compete/G448.json">
-      <provider selected="true" editor-type-id="text-editor" />
-    </entry>
-    <entry file="file://$PROJECT_DIR$/wos-data-compete/G481.json">
-      <provider selected="true" editor-type-id="text-editor" />
-    </entry>
-    <entry file="file://$PROJECT_DIR$/wos-data-compete/G254.json">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="-51724" />
-      </provider>
-    </entry>
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-      <provider selected="true" editor-type-id="text-editor">
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-          <folding>
-            <element signature="e#0#18#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/draw_network.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="855">
-          <caret line="48" column="109" selection-start-line="48" selection-start-column="109" selection-end-line="48" selection-end-column="109" />
-          <folding>
-            <element signature="e#0#21#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/cluster_stat.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="912">
-          <caret line="52" column="14" selection-start-line="52" selection-start-column="14" selection-end-line="52" selection-end-column="14" />
-          <folding>
-            <element signature="e#20#30#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/sb_variant.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="551">
-          <caret line="30" column="10" selection-start-line="30" selection-start-column="10" selection-end-line="30" selection-end-column="10" />
-          <folding>
-            <element signature="e#30#48#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/calc_reward.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state>
-          <folding>
-            <element signature="e#0#11#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/calc_winner_pid.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="532">
-          <caret line="30" column="33" selection-start-line="12" selection-start-column="8" selection-end-line="30" selection-end-column="33" />
-          <folding>
-            <element signature="e#0#11#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/wos-data-compete/G354.json">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="83676">
-          <caret line="4404" column="16" selection-start-line="4404" selection-start-column="12" selection-end-line="4404" selection-end-column="16" />
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/plot_cluster_size.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="266">
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-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/eid_plot.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="19">
-          <caret line="6" column="16" selection-start-line="6" selection-start-column="7" selection-end-line="6" selection-end-column="16" />
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-            <element signature="e#0#18#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/sb_vs_human.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="437">
-          <caret line="32" column="42" lean-forward="true" selection-start-line="32" selection-start-column="42" selection-end-line="32" selection-end-column="42" />
-          <folding>
-            <element signature="e#65#76#0" expanded="true" />
-          </folding>
-        </state>
-      </provider>
-    </entry>
+  <component name="VcsManagerConfiguration">
+    <MESSAGE value="Changes" />
+    <MESSAGE value="sync" />
+    <option name="LAST_COMMIT_MESSAGE" value="sync" />
   </component>
 </project>
\ No newline at end of file
diff --git a/calc_reward3.py b/calc_reward3.py
index ce09487..fecb2a6 100644
--- a/calc_reward3.py
+++ b/calc_reward3.py
@@ -7,10 +7,10 @@ from island.matches import Matches
 user_data = {} # user_id => {m => match_count, s => total_score, w => total_win}
 winners = {} # match_id => [user_id]
 
-ms = Matches('wos-data-no-tr')
+ms = Matches('wos-data-2022-12-16')
 for m in ms.data:
     print(m.name)
-    if m.name in ['G1196', 'G1214']:
+    if 'G' in m.name:
         game_end_at = int(m.query('game', 'created').first()['info']['game_end_at'])
         for r in m.query('user', 'fitness').raw_data:
             if r['user'] not in user_data:
diff --git a/calc_survivals.py b/calc_survivals.py
index 2bcade1..81e1973 100644
--- a/calc_survivals.py
+++ b/calc_survivals.py
@@ -7,7 +7,7 @@ result = {}
 # = game_end_at + 1
 MAX_ROUND = 29
 
-for f in Path('wos-data-2022-1').iterdir():
+for f in Path('wos-data-2022-pd').iterdir():
     p = Path(f)
     if p.suffix == '.json':
         name = p.stem
@@ -22,11 +22,11 @@ for f in Path('wos-data-2022-1').iterdir():
             foods[p['pid']] = conf['start_resource']
             survivals[0].append(p['pid'])
 
-        for i in range(1, game_end_at+1):
+        for i in range(1, game_end_at + 1):
             survivals[i] = []
             for a in m.query('action', 'done').where(lambda x: x['rno'] == i).raw_data:
-                foods[a['a']] += conf['payoffs']["%s%s"%(a['act_a'], a['act_b'])][0] * a['tr'] / 1440.0
-                foods[a['b']] += conf['payoffs']["%s%s"%(a['act_a'], a['act_b'])][1] * a['tr'] / 1440.0
+                foods[a['a']] += conf['payoffs']["%s%s" % (a['act_a'], a['act_b'])][0] * a['tr'] / 1440.0
+                foods[a['b']] += conf['payoffs']["%s%s" % (a['act_a'], a['act_b'])][1] * a['tr'] / 1440.0
             for j in foods.keys():
                 foods[j] -= conf['rounds']['consumption']
                 if foods[j] > 0:
@@ -39,7 +39,7 @@ for f in Path('wos-data-2022-1').iterdir():
 with open("outputs/survivals_new.json", 'w') as f:
     json.dump(result, f)
 
-average = [0]*MAX_ROUND
+average = [0] * MAX_ROUND
 for k, v in result.items():
     for r, l in v.items():
         average[int(r)] += len(l)
@@ -47,11 +47,11 @@ for k, v in result.items():
 for i in range(MAX_ROUND):
     average[i] /= len(result)
 
-idx=[]
-s=[]
-for i in range(1,MAX_ROUND):
+idx = []
+s = []
+for i in range(1, MAX_ROUND):
     idx.append(str(i))
-    s.append("%.1f"%average[i])
+    s.append("%.1f" % average[i])
 
 print(" & ".join(idx))
 print(" & ".join(s))
diff --git a/gen_neighborhood_new.py b/gen_neighborhood_new.py
index 2cfdc1b..373617e 100644
--- a/gen_neighborhood_new.py
+++ b/gen_neighborhood_new.py
@@ -3,7 +3,7 @@ from island.matches import Matches
 
 
 # matches = Matches.from_profile_expr(lambda r:True)
-matches = Matches('wos-data-2022-1')
+matches = Matches('wos-data-2022-pd')
 
 neighbors = {}
 
diff --git a/outputs/CRAW_NEW_BA.json b/outputs/CRAW_NEW_BA.json
index d31b4c7..14d06d8 100644
--- a/outputs/CRAW_NEW_BA.json
+++ b/outputs/CRAW_NEW_BA.json
@@ -1 +1 @@
-[[0.9329268292682927, 0.926829268292683, 0.845679012345679, 0.8506493506493507, 0.8287671232876712, 0.8375, 0.7608695652173914, 0.8333333333333334, 0.7954545454545454, 0.7214285714285714, 0.7578125, 0.7622950819672131, 0.6384615384615384, 0.5819672131147541], [0.7837837837837838, 0.6785714285714286, 0.76, 0.7727272727272727, 0.7843137254901961, 0.7363636363636363, 0.7653061224489796, 0.7608695652173914, 0.7325581395348837, 0.6794871794871795, 0.7307692307692307], [0.8166666666666667, 0.73, 0.7941176470588235, 0.8292682926829268, 0.75, 0.7159090909090909, 0.7674418604651163, 0.7631578947368421, 0.7, 0.7051282051282052, 0.6219512195121951, 0.6309523809523809, 0.6351351351351351, 0.5697674418604651, 0.48484848484848486, 0.625, 0.6447368421052632, 0.6621621621621622, 0.6125, 0.578125, 0.5714285714285714, 0.5285714285714286, 0.5925925925925926, 0.5833333333333334, 0.5833333333333334, 0.5645161290322581, 0.6212121212121212, 0.65625]]
\ No newline at end of file
+[[0.9516666666666667, 0.8694444444444446, 0.8660714285714286, 0.8505747126436781, 0.8630952380952381, 0.8392857142857143, 0.8448275862068966, 0.8846153846153846, 0.9022988505747127, 0.896551724137931, 0.8392857142857143, 0.7976190476190477, 0.7820512820512822, 0.8154761904761906, 0.8392857142857143, 0.6481481481481481, 0.7133333333333333, 0.82], [1.0, 0.8823529411764706, 0.7719298245614036, 0.875, 0.8235294117647058, 0.875, 0.8235294117647058, 0.8529411764705882, 0.875, 0.8055555555555556, 0.7352941176470589, 0.75, 0.8627450980392157, 0.6842105263157895, 0.7941176470588235, 0.7982456140350878, 0.8425925925925926, 0.7745098039215687, 0.8125, 0.78125, 0.6388888888888888, 0.8125, 0.712962962962963, 0.7352941176470589, 0.7058823529411765, 0.8]]
\ No newline at end of file
diff --git a/outputs/CRAW_NEW_WS.json b/outputs/CRAW_NEW_WS.json
index d7aad13..40ac6aa 100644
--- a/outputs/CRAW_NEW_WS.json
+++ b/outputs/CRAW_NEW_WS.json
@@ -1 +1 @@
-[[0.9274809160305344, 0.8943089430894309, 0.8925619834710744, 0.8878504672897196, 0.8773584905660378, 0.8387096774193549, 0.8333333333333334, 0.8411764705882353, 0.7658227848101266, 0.8035714285714286, 0.788235294117647, 0.7352941176470589, 0.689873417721519, 0.6818181818181818], [0.91015625, 0.9217391304347826, 0.9107142857142857, 0.9030612244897959, 0.8939393939393939, 0.907608695652174, 0.8764705882352941, 0.8166666666666667, 0.788235294117647, 0.7528089887640449, 0.65, 0.5602409638554217, 0.49375, 0.30246913580246915, 0.29411764705882354, 0.23026315789473684]]
\ No newline at end of file
+[[0.7857142857142857, 0.6666666666666666, 0.8571428571428571, 0.8333333333333334, 0.7857142857142857, 0.8823529411764706, 0.8235294117647058, 0.8823529411764706, 0.875, 0.8571428571428571], [0.7727272727272727, 0.6923076923076923, 0.8181818181818182, 0.8181818181818182, 0.8333333333333334, 0.9166666666666666, 0.8333333333333334, 0.8333333333333334, 0.8333333333333334, 0.8]]
\ No newline at end of file
diff --git a/outputs/CR_G1142.csv b/outputs/CR_G1142.csv
index fc006ed..35b10c7 100644
--- a/outputs/CR_G1142.csv
+++ b/outputs/CR_G1142.csv
@@ -1 +1 @@
-0.9274809160305344,0.8943089430894309,0.8925619834710744,0.8878504672897196,0.8773584905660378,0.8387096774193549,0.8333333333333334,0.8411764705882353,0.7658227848101266,0.8035714285714286,0.788235294117647,0.7352941176470589,0.689873417721519,0.6818181818181818

+0.91869918699187,0.8779116465863454,0.8761044176706827,0.8419678714859437,0.8704819277108434,0.8082304526748971,0.8174897119341565,0.8685897435897437,0.7583333333333333,0.8206751054852318,0.7885416666666666,0.7133333333333334,0.6875000000000001,0.663377192982456

diff --git a/outputs/CR_G1156.csv b/outputs/CR_G1156.csv
index de8ac9b..710fdf0 100644
--- a/outputs/CR_G1156.csv
+++ b/outputs/CR_G1156.csv
@@ -1 +1 @@
-0.9329268292682927,0.926829268292683,0.845679012345679,0.8506493506493507,0.8287671232876712,0.8375,0.7608695652173914,0.8333333333333334,0.7954545454545454,0.7214285714285714,0.7578125,0.7622950819672131,0.6384615384615384,0.5819672131147541

+0.9166666666666666,0.910958904109589,0.8527397260273972,0.8622685185185186,0.8020833333333334,0.8486842105263158,0.7441314553990611,0.8355555555555555,0.7700000000000001,0.708904109589041,0.7226190476190476,0.7345238095238095,0.6446759259259259,0.5657276995305165

diff --git a/outputs/CR_G1162.csv b/outputs/CR_G1162.csv
index 750a6c5..69710a2 100644
--- a/outputs/CR_G1162.csv
+++ b/outputs/CR_G1162.csv
@@ -1 +1 @@
-0.91015625,0.9217391304347826,0.9107142857142857,0.9030612244897959,0.8939393939393939,0.907608695652174,0.8764705882352941,0.8166666666666667,0.788235294117647,0.7528089887640449,0.65,0.5602409638554217,0.49375,0.30246913580246915,0.29411764705882354,0.23026315789473684

+0.9016064257028114,0.8841463414634146,0.9084362139917694,0.8794871794871794,0.8910256410256411,0.8925438596491228,0.841111111111111,0.8066239316239315,0.775219298245614,0.7299086757990867,0.6166666666666667,0.5382882882882883,0.48912037037037037,0.2815315315315316,0.31280193236714976,0.2423423423423423

diff --git a/outputs/CR_G646.csv b/outputs/CR_G646.csv
index 30193eb..0b4cee3 100644
--- a/outputs/CR_G646.csv
+++ b/outputs/CR_G646.csv
@@ -1 +1 @@
-0.7837837837837838,0.6785714285714286,0.76,0.7727272727272727,0.7843137254901961,0.7363636363636363,0.7653061224489796,0.7608695652173914,0.7325581395348837,0.6794871794871795,0.7307692307692307

+0.8706140350877194,0.7125541125541126,0.7596899224806203,0.774621212121212,0.7370370370370372,0.7,0.7642276422764227,0.7531746031746033,0.7137037037037038,0.696969696969697,0.7134146341463414

diff --git a/outputs/CR_G903.csv b/outputs/CR_G903.csv
index df0bd8c..0e10e4e 100644
--- a/outputs/CR_G903.csv
+++ b/outputs/CR_G903.csv
@@ -1 +1 @@
-0.8166666666666667,0.73,0.7941176470588235,0.8292682926829268,0.75,0.7159090909090909,0.7674418604651163,0.7631578947368421,0.7,0.7051282051282052,0.6219512195121951,0.6309523809523809,0.6351351351351351,0.5697674418604651,0.48484848484848486,0.625,0.6447368421052632,0.6621621621621622,0.6125,0.578125,0.5714285714285714,0.5285714285714286,0.5925925925925926,0.5833333333333334,0.5833333333333334,0.5645161290322581,0.6212121212121212,0.65625

+0.7779069767441861,0.694047619047619,0.7780487804878048,0.8154761904761905,0.7621951219512195,0.7281746031746031,0.8101626016260163,0.7812499999999999,0.7149122807017544,0.7094017094017093,0.6517094017094016,0.643162393162393,0.6885964912280701,0.6020833333333333,0.5131578947368421,0.6791666666666667,0.6604166666666667,0.6738738738738739,0.6184210526315789,0.5416666666666666,0.5307017543859649,0.5337837837837838,0.6388888888888888,0.6166666666666667,0.6053921568627452,0.5694444444444444,0.6476190476190476,0.6351351351351351

diff --git a/outputs/CR_G975.csv b/outputs/CR_G975.csv
index 6e10b58..e216d40 100644
--- a/outputs/CR_G975.csv
+++ b/outputs/CR_G975.csv
@@ -1 +1 @@
-0.9038461538461539,0.831081081081081,0.8066666666666666,0.7246376811594203,0.7578125,0.7236842105263158,0.7364864864864865,0.7121212121212122,0.7071428571428572,0.717948717948718,0.6890243902439024,0.75,0.753968253968254

+0.8700980392156863,0.8148148148148147,0.7988262910798122,0.7568493150684931,0.7675799086757991,0.7393162393162392,0.7222222222222222,0.7208333333333333,0.7025974025974026,0.7303921568627452,0.6941056910569106,0.7180365296803652,0.7534246575342466

diff --git a/outputs/CR_NEW_BA.csv b/outputs/CR_NEW_BA.csv
index 47997f5..9f18071 100644
--- a/outputs/CR_NEW_BA.csv
+++ b/outputs/CR_NEW_BA.csv
@@ -1 +1 @@
-0.8631284916201117,0.800531914893617,0.8076923076923077,0.8208092485549133,0.7946428571428571,0.776536312849162,0.7639751552795031,0.7948717948717948,0.7516778523489933,0.706081081081081,0.7118055555555556,0.7087378640776699,0.6372549019607843,0.5769230769230769,0.48484848484848486,0.625,0.6447368421052632,0.6621621621621622,0.6125,0.578125,0.5714285714285714,0.5285714285714286,0.5925925925925926,0.5833333333333334,0.5833333333333334,0.5645161290322581,0.6212121212121212,0.65625

+0.9704081632653061,0.874113475177305,0.8280141843971632,0.8592592592592592,0.8481481481481482,0.8522727272727273,0.8369565217391305,0.872093023255814,0.8925925925925927,0.8617021276595744,0.8,0.7803030303030304,0.813953488372093,0.7624113475177305,0.8222222222222222,0.710144927536232,0.7674418604651163,0.8015873015873017,0.8125,0.78125,0.6388888888888888,0.8125,0.712962962962963,0.7352941176470589,0.7058823529411765,0.8

diff --git a/outputs/CR_NEW_WS.csv b/outputs/CR_NEW_WS.csv
index fe7282d..12065da 100644
--- a/outputs/CR_NEW_WS.csv
+++ b/outputs/CR_NEW_WS.csv
@@ -1 +1 @@
-0.918918918918919,0.907563025210084,0.9012875536480687,0.8951219512195122,0.8853658536585366,0.8729729729729729,0.8532608695652174,0.8285714285714286,0.7774390243902439,0.7774566473988439,0.7212121212121212,0.6488095238095238,0.5911949685534591,0.4873417721518987,0.29411764705882354,0.23026315789473684,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0

+0.78,0.6774193548387096,0.84,0.8260869565217391,0.8076923076923077,0.896551724137931,0.8275862068965517,0.8620689655172413,0.8571428571428571,0.8333333333333334

diff --git a/outputs/THETA_new_detail.json b/outputs/THETA_new_detail.json
index 75e708f..0f16c5b 100644
--- a/outputs/THETA_new_detail.json
+++ b/outputs/THETA_new_detail.json
@@ -1 +1 @@
-{"G1156": {"1": {"19765": 1440, "19825": 720, "19826": 826, "19827": 720, "19828": 720, "19829": 1440, "19830": 1440, "19831": 300, "19832": 300, "19833": 1440, "19834": 360, "19835": 960, "19836": 480, "19837": 1440, "19838": 720, "19839": 920, "19840": 1440, "19841": 0, "19842": 360, "19843": 1380, "19844": 1440, "19845": 1260, "19846": 1440, "19847": 1440, "19848": 660, "19849": 840, "19850": 1440, "19851": 1440, "19852": 760, "19853": 1440, "19854": 1440, "19855": 820, "19856": 0, "19857": 1200, "19858": 1440, "19859": 180, "19860": 840, "19861": 1440, "19862": 720, "19863": 620, "19864": 1440, "19865": 1440, "19866": 180, "19867": 1440, "19868": 1440, "19869": 1440, "19870": 1440, "19871": 1440, "19872": 1440, "19873": 1440, "19874": 180, "19875": 886, "19876": 240, "19877": 1200, "19878": 840, "19879": 1440, "19880": 900, "19881": 1426, "19882": 1440, "19883": 960, "19884": 1440, "19885": 1440, "19886": 1440, "19887": 1440, "19888": 0, "19889": 1440, "19890": 1440, "19891": 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\ No newline at end of file
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\ No newline at end of file
diff --git a/outputs/neighborhood_new.json b/outputs/neighborhood_new.json
index 0d60d4e..ed20a46 100644
--- a/outputs/neighborhood_new.json
+++ b/outputs/neighborhood_new.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/outputs/survivals_new.json b/outputs/survivals_new.json
index 5210a9b..5194cae 100644
--- a/outputs/survivals_new.json
+++ b/outputs/survivals_new.json
@@ -1 +1 @@
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15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293], "17": [15272, 15273, 15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293], "18": [15272, 15273, 15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293], "19": [15272, 15273, 15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293], "20": [15272, 15273, 15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293], "21": [15272, 15273, 15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293], "22": [15272, 15273, 15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293], "23": [15272, 15273, 15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293], "24": [15272, 15273, 15274, 15275, 15276, 15277, 15278, 15279, 15280, 15281, 15282, 15283, 15284, 15285, 15286, 15287, 15288, 15289, 15290, 15291, 15292, 15293]}, "G945": {"0": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "1": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "2": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "3": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "4": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "5": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "6": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "7": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "8": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "9": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "10": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "11": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "12": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "13": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "14": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "15": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "16": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "17": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "18": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "19": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "20": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "21": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "22": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "23": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "24": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456], "25": [15448, 15449, 15450, 15451, 15452, 15453, 15454, 15455, 15456]}, "G975": {"0": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "1": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "2": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "3": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "4": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "5": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "6": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "7": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "8": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "9": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "10": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "11": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "12": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118], "13": [19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118]}}
\ No newline at end of file
diff --git a/s_r.py b/s_r.py
new file mode 100644
index 0000000..77ac63a
--- /dev/null
+++ b/s_r.py
@@ -0,0 +1,96 @@
+"""
+计算s_r，即当轮剩余可用时间总和
+
+输出：
+json格式
+{
+    "GID": [s_0, s_1, ..., s_n]
+}
+"""
+import json
+
+from island.match import Match
+from island.matches import Matches
+
+
+class Sr:
+    def __init__(self):
+        self.details = {}
+        self.survivals = {}
+        with open('outputs/survivals_new.json', 'r') as f:
+            self.survivals = json.load(f)
+        self.seasons = [
+            Matches('wos-data-2022-pd')
+        ]
+        self.results = {}
+
+    def get_s_r(self, m: Match, r: int):
+        """
+        获取该轮所有剩余时间
+        S_r = 存活人数*1440 - 每个成功完成的博弈时间*2
+
+        :param m: Match
+        :param r: Round ID
+        :returns: s_r
+        """
+        actions = m.query('action', 'done').where(lambda x: x['rno'] == r).raw_data
+        total_tr = len(self.survivals[m.name][str(r)]) * 1440
+        for act in actions:
+            total_tr -= act['tr'] * 2
+        return total_tr
+
+    def calc_season(self, season: Matches):
+        """
+        calc s_r
+        """
+        result = {}
+        for m in season.data:
+            game_end_at = int(m.query('game', 'created').first()['info']['game_end_at'])
+            sr = []
+            for r in range(1, game_end_at + 1):
+                sr.append(self.get_s_r(m, r))
+            result[m.name] = sr
+        return result
+
+    def calc(self):
+        result = {}
+        for s in self.seasons:
+            result.update(self.calc_season(s))
+        with open('outputs/S_R.json', 'w') as f:
+            json.dump(result, f)
+        self.results = result
+
+    def save_plot(self, name: str):
+        if name not in self.results:
+            print(f'{name} not found')
+            return
+
+        import numpy as np
+        from matplotlib import pyplot as plt
+
+        result = self.results[name]
+        x = np.arange(1, len(result) + 1)
+        fig = plt.figure(figsize=(6, 3))
+        ax = fig.gca()
+        ax.plot(x, result, 'o--', color='limegreen', linewidth=2, label=r"S_r")
+
+        ax.tick_params(labelsize=14)
+        ax.set_xlim(1, len(result))
+        ax.set_xticks(x[::2])
+        ax.set_xlabel("Rounds", size=22)
+        ax.set_ylabel(r"$S_r$", family='sans-serif', size=22)
+
+        plt.legend(numpoints=2, fontsize=14)
+        plt.tight_layout()
+        # plt.show()
+        # plt.savefig("graph/theta_plot.eps")
+        plt.savefig(f'graph/s_r_{name}.pdf')
+
+
+if __name__ == '__main__':
+    e = Sr()
+    e.calc()
+    e.save_plot("G646")
+    e.save_plot("G903")
+    e.save_plot("G936")
+    e.save_plot("G933")
diff --git a/theta_r.py b/theta_r.py
index 63e2917..eaaa870 100644
--- a/theta_r.py
+++ b/theta_r.py
@@ -22,25 +22,25 @@ import numpy as np
 from island.match import Match
 from island.matches import Matches
 
-MAX_ROUND = 28 # game_end_at
+MAX_ROUND = 28  # game_end_at
+
 
 class theta_r_i:
     def __init__(self):
         self.details = {}
         self.survivals = {}
-        with open('outputs/survivals_new.json','r') as f:
+        with open('outputs/survivals_new.json', 'r') as f:
             self.survivals = json.load(f)
         self.neighbors = {}
         with open('outputs/neighborhood_new.json', 'r') as f:
             self.neighbors = json.load(f)
         self.seasons = [
-            dict(season=Matches('wos-data-2022-1', network_type='BA'), name='NEW_BA'),
-            dict(season=Matches('wos-data-2022-1', network_type='WS'), name='NEW_WS')
+            dict(season=Matches('wos-data-2022-pd', network_type='BA'), name='NEW_BA'),
+            dict(season=Matches('wos-data-2022-pd', network_type='WS'), name='NEW_WS')
         ]
         # self.seasonSurvive = Matches.from_profile('SURVIVE')
         # self.seasonClassic = Matches.from_profile('CLASSIC')
 
-
     def getNeighborTR(self, m, r, p, s):
         """
         获取该玩家所有邻居的剩余时间
@@ -51,16 +51,16 @@ class theta_r_i:
         :param s: Survivals list(neighborhood)
         :returns: theta_{r}_{i}
         """
-        actions = m.query('action', 'done')\
-                    .where(lambda x: x['rno'] == r and ((x['a'] in s)or(x['b']in s)))\
-                    .raw_data
+        actions = m.query('action', 'done') \
+            .where(lambda x: x['rno'] == r and ((x['a'] in s) or (x['b'] in s))) \
+            .raw_data
+
         def reduce_func(total, item):
             if item['a'] in s and item['b'] in s:
                 return total + item['tr'] * 2
             return total + item['tr']
 
-        return 1440*len(s) - reduce(reduce_func, actions, 0)
-
+        return 1440 * len(s) - reduce(reduce_func, actions, 0)
 
     def getNeighborhood(self, m, r, p):
         """
@@ -76,7 +76,6 @@ class theta_r_i:
             return []
         return [i for i in self.survivals[m.name][str(r)] if i in self.neighbors[m.name][str(p)]]
 
-
     def calcRoundData(self, m, r):
         """
         计算某场比赛，某一轮的theta值
@@ -108,15 +107,15 @@ class theta_r_i:
             for r in range(1, game_end_at + 1):
                 sigma, detail = self.calcRoundData(m, r - 1)
                 d[r] = detail
-                avg[r-1] += sigma
-                cnt[r-1] += len(detail)
+                avg[r - 1] += sigma
+                cnt[r - 1] += len(detail)
                 cur_game_avg.append(sigma / len(detail))
             self.details[m.name] = d
             with open(f'outputs/THETA_{m.name}.csv', 'w') as f:
                 csv.writer(f).writerow(cur_game_avg)
         print(cnt)
-        for i in range(MAX_ROUND): 
-            if cnt[i] == 0: 
+        for i in range(MAX_ROUND):
+            if cnt[i] == 0:
                 cnt[i] = 1
         avg /= cnt
         with open(f'outputs/THETA_{name}.csv', 'w') as f:
@@ -128,7 +127,8 @@ class theta_r_i:
             self.calc_season(s['season'], s['name'])
         with open('outputs/THETA_new_detail.json', 'w') as f:
             json.dump(self.details, f)
-        
+
+
 if __name__ == '__main__':
     e = theta_r_i()
     e.calc()
diff --git a/winners.json b/winners.json
index f49d143..710f936 100644
--- a/winners.json
+++ b/winners.json
@@ -1 +1 @@
-{"G1196": [450, 476, 458], "G1214": [496, 561, 460], "G1224": [564, 481, 359], "G1228": [467, 54, 489], "G1230": [408, 480, 463], "G1234": [472, 476, 515]}
\ No newline at end of file
+{"G1196": [450, 476, 458], "G1214": [496, 561, 460], "G1224": [561, 511, 451], "G1228": [460, 463, 555], "G1230": [463, 559, 511], "G1234": [558, 561, 450]}
\ No newline at end of file
diff --git a/wos-award/part2/history.py b/wos-award/part2/history.py
index 474fd96..aedc032 100644
--- a/wos-award/part2/history.py
+++ b/wos-award/part2/history.py
@@ -8,80 +8,68 @@ score = {}
 act_set = {'accept_failed', 'request', 'deny'}
 
 to_print = [359, 502, 413, 512, 460, 451, 473, 511, 489, 255, 342, 481]
-username = {}
-username[359] = '雷神的小锤子'
-username[502] = '囚徒困境'
-username[413] = 'luwen'
-username[512] = 'Richard'
-username[460] = 'CHYK'
-username[451] = '海丽可可'
-username[473] = 'fyl'
-username[511] = '赵子截江夺阿斗'
-username[489] = 'J'
-username[255] = 'gly'
-username[342] = '陈晓宇'
-username[481] = 'Arthur'
+username = {359: '雷神的小锤子', 502: '囚徒困境', 413: 'luwen', 512: 'Richard', 460: 'CHYK', 451: '海丽可可',
+            473: 'fyl', 511: '赵子截江夺阿斗', 489: 'J', 255: 'gly', 342: '陈晓宇', 481: 'Arthur'}
 
 G_NAME = dict(G975=1, G1142=2, G1156=3, G1162=4)
-G=['G975.json','G1142.json','G1156.json','G1162.json']
+G = ['G975.json', 'G1142.json', 'G1156.json', 'G1162.json']
 
 for fn in glob.glob("*.json", recursive=False):
-  with open(fn, encoding='utf-8') as f:
-    data = json.load(f)
-  total_round = int(data[0]['info']['game_end_at'])
-  uids = {}
-  for r in data[::-1]:
-    if r['cat'] == 'game' and r['act'] == 'winner':
-      for uid in r['data']:
-        uids[uid] = dict(h=[[] for _ in range(total_round)])
-      break
+    with open(fn, encoding='utf-8') as f:
+        data = json.load(f)
+    total_round = int(data[0]['info']['game_end_at'])
+    uids = {}
+    for r in data[::-1]:
+        if r['cat'] == 'game' and r['act'] == 'winner':
+            for uid in r['data']:
+                uids[uid] = dict(h=[[] for _ in range(total_round)])
+            break
 
-  for uid, d in uids.items():
-    if uid not in winner:
-      winner[uid] = {}
+    for uid, d in uids.items():
+        if uid not in winner:
+            winner[uid] = {}
 
-  for r in data:
-    if r['cat'] == 'player' and r['act'] == 'join':
-      if r['uid'] in uids:
-        pid2uid[r['pid']] = r['uid']
-        winner[r['uid']][fn] = uids[r['uid']] | {'p': r['pid']}
-    if r['cat'] == 'action':
-      if r['act'] == 'done':
-        if r['a'] in pid2uid:
-          winner[pid2uid[r['a']]][fn]['h'][r['rno']-1].append(r)
-        elif r['b'] in pid2uid:
-          winner[pid2uid[r['b']]][fn]['h'][r['rno']-1].append(r)
-      elif r['act'] in act_set:
-        if r['from'] in pid2uid:
-          winner[pid2uid[r['from']]][fn]['h'][r['rno']-1].append(r)
+    for r in data:
+        if r['cat'] == 'player' and r['act'] == 'join':
+            if r['uid'] in uids:
+                pid2uid[r['pid']] = r['uid']
+                winner[r['uid']][fn] = uids[r['uid']] | {'p': r['pid']}
+        if r['cat'] == 'action':
+            if r['act'] == 'done':
+                if r['a'] in pid2uid:
+                    winner[pid2uid[r['a']]][fn]['h'][r['rno'] - 1].append(r)
+                elif r['b'] in pid2uid:
+                    winner[pid2uid[r['b']]][fn]['h'][r['rno'] - 1].append(r)
+            elif r['act'] in act_set:
+                if r['from'] in pid2uid:
+                    winner[pid2uid[r['from']]][fn]['h'][r['rno'] - 1].append(r)
 
 # print(winner.keys())
-symbol = dict(D='🔪',C='🤝')
+symbol = dict(D='🔪', C='🤝')
 ACT_DONE = "%d. TA出了%s，对方%d出了%s，消耗时间资源%d。"
 
 with open("result.txt", "w", encoding="utf-8") as f:
-  for uid in to_print:
-    if uid not in winner:
-      continue
-    print("\n\n玩家：", username[uid], file=f)
-    for g in G:
-      if g not in winner[uid]:
-        continue
-      data = winner[uid][g]
-      print("在第%d场比赛中获胜" % G_NAME[g.split('.')[0]], file=f)
-      for i, h in enumerate(data['h']):
-        print("第%d轮：" % (i+1), file=f)
-        for j, r in enumerate(h):
-          if r['act'] == 'done':
-            if r['a'] == data['p']:
-              print(ACT_DONE % (j+1, symbol[r['act_a']], r['b'], symbol[r['act_b']], r['tr']), file=f)
-            else:
-              print(ACT_DONE % (j+1, symbol[r['act_b']], r['a'], symbol[r['act_a']], r['tr']), file=f)
-          elif r['act'] == 'accept_failed':
-            print("%d. TA因为时间资源不足不得不拒绝了%d。" % (j+1, r['to']), file=f)
-          elif r['act'] == 'request':
-            print("%d. TA向%d发出了%s请求，时间资源%d。" % (j+1, r['to'], symbol[r['action']], r['tr']), file=f)
-          elif r['act'] == 'deny':
-            print("%d. TA拒绝了%d的博弈请求。" % (j+1, r['to']), file=f)
-
-
+    for uid in to_print:
+        if uid not in winner:
+            continue
+        print("\n\n玩家：", username[uid], file=f)
+        for g in G:
+            if g not in winner[uid]:
+                continue
+            data = winner[uid][g]
+            print("在第%d场比赛中获胜" % G_NAME[g.split('.')[0]], file=f)
+            for i, h in enumerate(data['h']):
+                print("第%d轮：" % (i + 1), file=f)
+                for j, r in enumerate(h):
+                    if r['act'] == 'done':
+                        if r['a'] == data['p']:
+                            print(ACT_DONE % (j + 1, symbol[r['act_a']], r['b'], symbol[r['act_b']], r['tr']), file=f)
+                        else:
+                            print(ACT_DONE % (j + 1, symbol[r['act_b']], r['a'], symbol[r['act_a']], r['tr']), file=f)
+                    elif r['act'] == 'accept_failed':
+                        print("%d. TA因为时间资源不足不得不拒绝了%d。" % (j + 1, r['to']), file=f)
+                    elif r['act'] == 'request':
+                        print("%d. TA向%d发出了%s请求，时间资源%d。" % (j + 1, r['to'], symbol[r['action']], r['tr']),
+                              file=f)
+                    elif r['act'] == 'deny':
+                        print("%d. TA拒绝了%d的博弈请求。" % (j + 1, r['to']), file=f)
diff --git a/wos-award/q.sh b/wos-award/q.sh
index 3152571..3ee0342 100644
--- a/wos-award/q.sh
+++ b/wos-award/q.sh
@@ -1 +1,4 @@
-for l in $(cat u.csv); do IFS=',' read -a data <<< "$l"; psql -t -A -F "," -c '\x' -c "SELECT user_id,username,email,total_wins,total_food,average_food FROM users WHERE LOWER(email)=LOWER('${data[2]}') AND LOWER(username)=LOWER('${data[3]}');" $WOS_DB_CONNECT; done
\ No newline at end of file
+for l in $(cat u.csv); do IFS=',' read -a data <<< "$l"; psql -t -A -F "," -c '\x' -c "SELECT user_id,username,email,total_wins,total_food,average_food FROM users WHERE LOWER(email)=LOWER('${data[2]}') AND LOWER(username)=LOWER('${data[3]}');" $WOS_DB_CONNECT; done
+
+
+psql -t -A -F "," -c '\x' -c "SELECT user_id,username FROM users;" $WOS_DB_CONNECT > username.csv
\ No newline at end of file